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Surrogate regret bounds for proper losses.

Mark D. ReidRobert C. Williamson
Published in: ICML (2009)
Keyphrases
  • regret bounds
  • lower bound
  • linear regression
  • online learning
  • upper bound
  • multi armed bandit
  • pairwise
  • support vector machine
  • bregman divergences
  • training set
  • least squares